{"id":"W2101188319","doi":"10.1145/1279740.1279824","title":"Control strategies for navigation of complex sonic spaces","year":2007,"lang":"en","type":"article","venue":"","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Centre for Interdisciplinary Research in Music Media and Technology","keywords":"Computer science; Control (management); Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002630115,0.00004673587,0.0001027045,0.00003728496,0.00007985168,0.00002213395,0.0002219443,0.00004133234,0.000005185879],"category_scores_gemma":[0.00001207465,0.00003683001,0.00003120056,0.0000903696,0.00008409843,0.000137556,0.00003065074,0.0000309788,0.00000201032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006250349,"about_ca_system_score_gemma":0.00002086782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000231036,"about_ca_topic_score_gemma":0.00008001929,"domain_scores_codex":[0.9995806,0.000005729612,0.0001209511,0.0001030154,0.00006223052,0.0001274282],"domain_scores_gemma":[0.99958,0.0001447281,0.000052265,0.0001442957,0.00006764053,0.00001107091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005270752,0.00001259246,0.0003368284,0.000009904161,0.00001543807,4.164025e-7,0.000403393,0.000008052818,0.001220149,0.9921343,0.0007485737,0.00510502],"study_design_scores_gemma":[0.002591418,0.0006340488,0.03495555,0.00002955656,0.00002381316,0.00001202923,0.005121285,0.03452041,0.008156203,0.8810893,0.03249563,0.0003707269],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09818714,0.00005443113,0.896053,0.0007842187,0.00007940526,0.0001130188,0.000001185333,0.0001100421,0.004617554],"genre_scores_gemma":[0.963439,0.000001093135,0.03632103,0.0001187527,0.00001413175,0.000005301654,6.745657e-7,0.000001202774,0.00009876932],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8652519,"threshold_uncertainty_score":0.1501884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812706940731742,"score_gpt":0.2879413884656653,"score_spread":0.2598143190583479,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}